!direction -1 !num_genes 313 !diffexp_method chdir !cutoff 500 !correction_method None !threshold None !organism Homo sapiens !gene PNPT1 !cell HO1 !perturbation Knockdown !Relevant disease Melanoma !end_metadata DSG2 -0.126443 RNF128 -0.107417 VGF -0.106656 MCAM -0.096937 NMU -0.094600 PIEZO2 -0.093121 TGFA -0.090182 PPAP2C -0.089025 CHL1 -0.084548 SCGN -0.075767 A2M -0.066389 SLCO5A1 -0.064985 ZDHHC11 -0.063424 SCG2 -0.063104 TFPI2 -0.062460 BAGE -0.060131 MAP3K5 -0.058632 COCH -0.058433 SFRP1 -0.057966 GSPT2 -0.057607 TRIM62 -0.054163 LUM -0.052731 TUBB2B -0.050556 S100A1 -0.049529 UCP2 -0.049412 TBX3 -0.048533 SMCO4 -0.046595 H2BFS -0.046364 FCER1G -0.046157 MATN2 -0.046145 FOS -0.045720 PRPSAP1 -0.045619 HRASLS -0.045401 IL12A -0.044691 TMEM2 -0.044132 COBL -0.043666 HIST1H2BK -0.043204 CREM -0.042876 GRAMD1B -0.042717 IDI2-AS1 -0.041513 MBL2 -0.040401 NETO2 -0.040014 TNNI3 -0.039817 C1orf115 -0.039773 MT1H -0.039320 MX1 -0.038918 PSD3 -0.038718 IDI1 -0.038683 MT1HL1 -0.038590 TENM1 -0.038271 RAMP1 -0.038186 SORL1 -0.038143 LIF -0.038137 GAPDHS -0.038093 PTER -0.037720 MT2A -0.037629 KRT18 -0.037480 ADORA2B -0.037469 ISG20 -0.037458 NR4A3 -0.037381 ZNF91 -0.037237 PLBD1 -0.036740 HIST1H2AC -0.036724 CEMIP -0.036498 PRSS21 -0.036287 COX7A1 -0.036216 EN2 -0.036162 BIK -0.035955 PPAP2B -0.035841 RGS2 -0.035784 FHOD3 -0.035458 GRB14 -0.035292 SH2B3 -0.035222 RBM47 -0.035144 SPHK1 -0.035057 PNPLA3 -0.035043 LOC283683 -0.034847 ITGA7 -0.034728 DDAH1 -0.034476 ATP2A3 -0.034150 AUTS2 -0.034111 SRGN -0.034010 GTPBP6 -0.033896 CA14 -0.033869 DDAH2 -0.033531 F3 -0.033367 CEACAM1 -0.033339 CYB5R2 -0.033169 SEL1L3 -0.033044 XYLT1 -0.032874 CHST11 -0.032580 CLEC11A -0.032232 ZNF532 -0.031857 IGFBP6 -0.031421 PDGFRL -0.031360 CSGALNACT1 -0.031348 WIPF1 -0.031174 TSPAN13 -0.031096 KCNN4 -0.031027 MSMO1 -0.031014 AMPH -0.030819 PLAUR -0.030804 ADCY2 -0.030680 SLAMF7 -0.030303 PITRM1 -0.030225 PBLD -0.030058 SPRY1 -0.029956 SLC16A6 -0.029937 SYTL2 -0.029868 CPEB1 -0.029766 BAMBI -0.029729 LIMCH1 -0.029692 GNG4 -0.029430 CYBA -0.029393 MT1F -0.029055 TOB1 -0.029044 GAL -0.028738 ZNF226 -0.028730 MT1X -0.028542 CD200 -0.028488 PTGES -0.028477 EGR1 -0.028423 CTGF -0.028396 ETNPPL -0.028379 TRAF1 -0.028359 MPZ -0.028348 SEPT4 -0.028250 C9orf3 -0.028205 PTPRE -0.028082 ATP1B1 -0.028062 BEX4 -0.027900 COL9A3 -0.027744 CTSD -0.027690 TMEM255A -0.027573 CYP1A1 -0.027533 SPINT1 -0.027489 DHCR24 -0.027468 HPSE -0.027465 PPP4R4 -0.027305 SEC61A2 -0.027141 FAM198B -0.027067 BST1 -0.026914 PGD -0.026893 PDCD4 -0.026859 CD9 -0.026766 RENBP -0.026752 APOC1 -0.026615 EFHD1 -0.026419 PRDM13 -0.026416 PPP2R3B -0.026409 EPHX1 -0.026398 MICALL2 -0.026282 COL6A3 -0.026282 STK17B -0.026120 CPVL -0.026114 PHYH -0.026026 DHRS11 -0.026012 HOXD13 -0.025966 SEC14L1 -0.025929 GRAMD3 -0.025853 TMEM164 -0.025850 GOT1 -0.025812 PDE9A -0.025773 PLEKHF1 -0.025757 TRPV2 -0.025721 EFEMP1 -0.025684 TAF13 -0.025670 HMGCS1 -0.025483 INSIG1 -0.025359 SERPINB8 -0.025264 BIRC7 -0.025224 FUCA1 -0.025189 CKB -0.025159 LONRF3 -0.025143 NEK3 -0.025092 HSD17B1 -0.024996 FBLN5 -0.024982 SLC6A12 -0.024859 SLC5A4 -0.024791 ERCC1 -0.024725 PCBP4 -0.024713 LSR -0.024634 PFKP -0.024616 MDK -0.024313 GPR161 -0.024276 CLGN -0.024248 FOXO1 -0.024108 AVPI1 -0.024035 NPPC -0.023903 NMNAT2 -0.023829 SMAGP -0.023754 MERTK -0.023708 ALPP -0.023674 COMMD3 -0.023663 TMEM160 -0.023625 MFSD6 -0.023581 FAM134B -0.023509 PAEP -0.023505 MC1R -0.023501 SAMHD1 -0.023484 MAP3K1 -0.023476 FAM46A -0.023473 CACNA1D -0.023462 SEPW1 -0.023401 ZC2HC1C -0.023357 GNA13 -0.023345 PTPLA -0.023265 GDI2 -0.023106 DHCR7 -0.023052 RASSF2 -0.023049 SDC1 -0.022976 SFT2D2 -0.022960 ARHGEF40 -0.022933 BLVRB -0.022928 SMARCD3 -0.022898 SVIL -0.022689 LLGL2 -0.022676 HIST1H2BF -0.022657 HIST1H2BD -0.022495 GPR3 -0.022486 AGA -0.022480 BAX -0.022390 SMYD3 -0.022347 ISOC2 -0.022339 CDC123 -0.022309 C14orf132 -0.022231 RRAS2 -0.022166 ABCG2 -0.022138 MPC2 -0.022014 PVR -0.022012 NUAK1 -0.021980 ROR2 -0.021839 UCHL1 -0.021797 BMPR1B -0.021774 GLRX -0.021756 CD55 -0.021709 WFDC1 -0.021670 CAND2 -0.021656 ZNF536 -0.021611 MPPED2 -0.021558 SLC12A7 -0.021539 SUPT5H -0.021443 LAPTM5 -0.021439 PFKFB3 -0.021372 AP2S1 -0.021303 RLBP1 -0.021210 GCNT3 -0.021191 ITGA6 -0.021116 FKBP1B -0.020929 MIA -0.020889 MICAL1 -0.020879 PIP4K2A -0.020876 UXS1 -0.020867 ARHGAP4 -0.020863 DIP2C -0.020764 EIF5A2 -0.020734 ANKRD27 -0.020674 GSAP -0.020623 TUBA4A -0.020620 ASRGL1 -0.020495 YME1L1 -0.020473 NKX2-2 -0.020458 MB -0.020448 TMEM8A -0.020447 NOSIP -0.020435 UGT8 -0.020431 PXDC1 -0.020405 POU4F1 -0.020317 TSPAN7 -0.020286 MAGED2 -0.020269 ACTN4 -0.020245 GPR153 -0.020239 ACAN -0.020230 LIN7B -0.020224 GALC -0.020167 TNNT1 -0.020136 DHRS1 -0.020107 SALL2 -0.019998 MPZL1 -0.019997 IDH1 -0.019995 IL17B -0.019993 DBNDD1 -0.019979 TMC6 -0.019956 PARP12 -0.019930 CYP51A1 -0.019929 EMP3 -0.019815 MARK4 -0.019810 APOE -0.019781 HIST1H2BE -0.019688 SUSD5 -0.019670 HIST1H1C -0.019654 NUP210 -0.019636 S100A13 -0.019617 SAMM50 -0.019592 PLEKHA4 -0.019552 JAG1 -0.019539 HMGCR -0.019527 RAD51C -0.019513 EZR -0.019508 TFPT -0.019508 SUV39H2 -0.019416 ZNF573 -0.019366 LYPD1 -0.019348 KCNB1 -0.019324 RNF130 -0.019289 ATP6V0E2 -0.019280 CD83 -0.019278 PXMP2 -0.019263 SPA17 -0.019263 CA11 -0.019151 SLC17A5 -0.019141 CYP24A1 -0.019100 SLC16A4 -0.019000